README.md

---
license: mit
tags:
- proxy-analysis
- proxy-validation
- ai-proxy-detection
- anonymity-classification
- latency-monitoring
- reputation-scoring
- duplicate-proxy-detection
- bhproxy
- proxy-checker
pretty_name: BHProxy Engine AI Benchmarks
size_categories:
- n<1K
---

# BHProxy Engine AI Benchmarks

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.20922133.svg)](https://doi.org/10.5281/zenodo.20922133)

Benchmark dataset of 20 proxy evaluation cases with individual scores for availability, latency, anonymity, protocol support, reputation, and duplicate risk.

Built by [BHProxy.com](https://bhproxy.com).

## Dataset Description

This dataset contains benchmark data for an intelligent proxy analysis system that combines automated network validation with AI-assisted detection to identify unhealthy, duplicate, low-quality, and potentially abusive proxy endpoints.

## Columns

| Column | Type | Description |
|--------|------|-------------|
| id | integer | Case ID |
| proxy_address | string | Proxy IP:port address |
| availability_score | integer | Availability score (0-100) |
| latency_score | integer | Latency score (0-100) |
| anonymity_score | integer | Anonymity score (0-100) |
| protocol_support_score | integer | Protocol support score (0-100) |
| reputation_score | integer | Reputation score (0-100) |
| duplicate_risk_score | integer | Duplicate risk score (0-100) |
| overall_proxy_health | integer | Overall proxy health score (0-100) |
| priority_signal | string | Lowest scoring signal to act on first |
| anonymity_level | string | Transparent, Anonymous, or Elite |
| protocol | string | Supported protocol(s) |
| country | string | Proxy geographic location |
| notes | string | Case notes |

## Score Interpretation

| Score | Status | Action |
|-------|--------|--------|
| 0-30 | Critical | Remove from pool immediately |
| 31-60 | At Risk | Flag for re-validation |
| 61-80 | Healthy | Safe to use |
| 81-100 | Excellent | Premium quality endpoint |

## Usage

```python
import pandas as pd
df = pd.read_csv("proxy_benchmarks.csv")
print(df.head())
```

## Citation

BHProxy.com. (2026). BHProxy Engine AI. Zenodo. https://doi.org/10.5281/zenodo.20922133

## Links

| Platform | URL |
|----------|-----|
| Website | https://bhproxy.com |
| GitHub | https://github.com/BHProxy/BHProxy-Engine-AI |
| NPM | https://npmjs.com/package/@bhproxy/engine-ai |
| Zenodo | https://doi.org/10.5281/zenodo.20922133 |

## License

MIT — [BHProxy.com](https://bhproxy.com)